{"id":"W3097373313","doi":"","title":"The Nature of QSO Host Galaxies: Bonafide Ellipticals or Recent Mergers?","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Galaxy; Astronomy; Astrophysics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002586708,0.0002299318,0.0006546346,0.001688563,0.001668162,0.002537115,0.0008318166,0.003066434,0.03198899],"category_scores_gemma":[0.03137654,0.0002330107,0.0002110909,0.001301499,0.001456302,0.00281527,0.0006113251,0.0008551458,0.007175839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006397683,"about_ca_system_score_gemma":0.0008682151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923644,"about_ca_topic_score_gemma":0.00399533,"domain_scores_codex":[0.9988247,0.0001849622,0.0000690289,0.0001820106,0.0005528301,0.0001864452],"domain_scores_gemma":[0.9616933,0.007607982,0.00574003,0.001396997,0.01994415,0.003617396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008914057,0.0001118676,0.1793972,0.003143598,0.0001792409,0.003252348,0.002462161,0.0002323759,0.008236222,0.0136539,0.5516876,0.2367521],"study_design_scores_gemma":[0.0001320185,0.0001571152,0.4633695,0.0008235836,0.0001643763,0.003349993,0.004850309,0.0005740275,0.003913858,0.01069882,0.5118502,0.0001160695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4173007,0.03825321,0.001454731,0.276572,0.02375217,0.0002111186,0.003921827,0.00039611,0.2381382],"genre_scores_gemma":[0.8416821,0.02054537,0.0009713024,0.01174698,0.03158062,0.00006737906,0.001712729,0.0001842901,0.09150922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198899,"threshold_uncertainty_score":0.1070139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115762955162212,"score_gpt":0.2981488655626403,"score_spread":0.2869912360110181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}